| /** |
| * Licensed to the Apache Software Foundation (ASF) under one |
| * or more contributor license agreements. See the NOTICE file |
| * distributed with this work for additional information |
| * regarding copyright ownership. The ASF licenses this file |
| * to you under the Apache License, Version 2.0 (the |
| * "License"); you may not use this file except in compliance |
| * with the License. You may obtain a copy of the License at |
| * |
| * http://www.apache.org/licenses/LICENSE-2.0 |
| * |
| * Unless required by applicable law or agreed to in writing, software |
| * distributed under the License is distributed on an "AS IS" BASIS, |
| * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
| * See the License for the specific language governing permissions and |
| * limitations under the License. |
| */ |
| package org.apache.hadoop.mapreduce.lib.input; |
| |
| import java.io.IOException; |
| import java.io.OutputStream; |
| import java.net.URI; |
| import java.util.List; |
| import java.util.ArrayList; |
| import java.util.zip.GZIPOutputStream; |
| |
| import junit.framework.TestCase; |
| |
| import org.apache.hadoop.fs.*; |
| import org.apache.hadoop.io.Text; |
| import org.apache.hadoop.hdfs.MiniDFSCluster; |
| import org.apache.hadoop.hdfs.DFSTestUtil; |
| import org.apache.hadoop.hdfs.DistributedFileSystem; |
| import org.apache.hadoop.conf.Configuration; |
| import org.apache.hadoop.fs.PathFilter; |
| import org.apache.hadoop.mapreduce.InputFormat; |
| import org.apache.hadoop.mapreduce.InputSplit; |
| import org.apache.hadoop.mapreduce.Job; |
| import org.apache.hadoop.mapreduce.JobContext; |
| import org.apache.hadoop.mapreduce.RecordReader; |
| import org.apache.hadoop.mapreduce.TaskAttemptContext; |
| import org.apache.hadoop.mapreduce.TaskAttemptID; |
| import org.apache.hadoop.mapreduce.TaskType; |
| import org.apache.hadoop.mapreduce.task.TaskAttemptContextImpl; |
| |
| public class TestCombineFileInputFormat extends TestCase { |
| |
| private static final String rack1[] = new String[] { |
| "/r1" |
| }; |
| private static final String hosts1[] = new String[] { |
| "host1.rack1.com" |
| }; |
| private static final String rack2[] = new String[] { |
| "/r2" |
| }; |
| private static final String hosts2[] = new String[] { |
| "host2.rack2.com" |
| }; |
| private static final String rack3[] = new String[] { |
| "/r3" |
| }; |
| private static final String hosts3[] = new String[] { |
| "host3.rack3.com" |
| }; |
| final Path inDir = new Path("/racktesting"); |
| final Path outputPath = new Path("/output"); |
| final Path dir1 = new Path(inDir, "/dir1"); |
| final Path dir2 = new Path(inDir, "/dir2"); |
| final Path dir3 = new Path(inDir, "/dir3"); |
| final Path dir4 = new Path(inDir, "/dir4"); |
| final Path dir5 = new Path(inDir, "/dir5"); |
| |
| static final int BLOCKSIZE = 1024; |
| static final byte[] databuf = new byte[BLOCKSIZE]; |
| |
| /** Dummy class to extend CombineFileInputFormat*/ |
| private class DummyInputFormat extends CombineFileInputFormat<Text, Text> { |
| @Override |
| public RecordReader<Text,Text> createRecordReader(InputSplit split, |
| TaskAttemptContext context) throws IOException { |
| return null; |
| } |
| } |
| |
| /** Dummy class to extend CombineFileInputFormat. It allows |
| * non-existent files to be passed into the CombineFileInputFormat, allows |
| * for easy testing without having to create real files. |
| */ |
| private class DummyInputFormat1 extends DummyInputFormat { |
| @Override |
| protected List<FileStatus> listStatus(JobContext job) throws IOException { |
| Path[] files = getInputPaths(job); |
| List<FileStatus> results = new ArrayList<FileStatus>(); |
| for (int i = 0; i < files.length; i++) { |
| Path p = files[i]; |
| FileSystem fs = p.getFileSystem(job.getConfiguration()); |
| results.add(fs.getFileStatus(p)); |
| } |
| return results; |
| } |
| } |
| |
| /** Dummy class to extend CombineFileInputFormat. It allows |
| * testing with files having missing blocks without actually removing replicas. |
| */ |
| public static class MissingBlockFileSystem extends DistributedFileSystem { |
| String fileWithMissingBlocks; |
| |
| @Override |
| public void initialize(URI name, Configuration conf) throws IOException { |
| fileWithMissingBlocks = ""; |
| super.initialize(name, conf); |
| } |
| |
| @Override |
| public BlockLocation[] getFileBlockLocations( |
| FileStatus stat, long start, long len) throws IOException { |
| if (stat.isDir()) { |
| return null; |
| } |
| System.out.println("File " + stat.getPath()); |
| String name = stat.getPath().toUri().getPath(); |
| BlockLocation[] locs = |
| super.getFileBlockLocations(stat, start, len); |
| if (name.equals(fileWithMissingBlocks)) { |
| System.out.println("Returing missing blocks for " + fileWithMissingBlocks); |
| locs[0] = new BlockLocation(new String[0], new String[0], |
| locs[0].getOffset(), locs[0].getLength()); |
| } |
| return locs; |
| } |
| |
| public void setFileWithMissingBlocks(String f) { |
| fileWithMissingBlocks = f; |
| } |
| } |
| |
| private static final String DUMMY_KEY = "dummy.rr.key"; |
| |
| private static class DummyRecordReader extends RecordReader<Text, Text> { |
| private TaskAttemptContext context; |
| private CombineFileSplit s; |
| private int idx; |
| private boolean used; |
| |
| public DummyRecordReader(CombineFileSplit split, TaskAttemptContext context, |
| Integer i) { |
| this.context = context; |
| this.idx = i; |
| this.s = split; |
| this.used = true; |
| } |
| |
| /** @return a value specified in the context to check whether the |
| * context is properly updated by the initialize() method. |
| */ |
| public String getDummyConfVal() { |
| return this.context.getConfiguration().get(DUMMY_KEY); |
| } |
| |
| public void initialize(InputSplit split, TaskAttemptContext context) { |
| this.context = context; |
| this.s = (CombineFileSplit) split; |
| |
| // By setting used to true in the c'tor, but false in initialize, |
| // we can check that initialize() is always called before use |
| // (e.g., in testReinit()). |
| this.used = false; |
| } |
| |
| public boolean nextKeyValue() { |
| boolean ret = !used; |
| this.used = true; |
| return ret; |
| } |
| |
| public Text getCurrentKey() { |
| return new Text(this.context.getConfiguration().get(DUMMY_KEY)); |
| } |
| |
| public Text getCurrentValue() { |
| return new Text(this.s.getPath(idx).toString()); |
| } |
| |
| public float getProgress() { |
| return used ? 1.0f : 0.0f; |
| } |
| |
| public void close() { |
| } |
| } |
| |
| /** Extend CFIF to use CFRR with DummyRecordReader */ |
| private class ChildRRInputFormat extends CombineFileInputFormat<Text, Text> { |
| @SuppressWarnings("unchecked") |
| @Override |
| public RecordReader<Text,Text> createRecordReader(InputSplit split, |
| TaskAttemptContext context) throws IOException { |
| return new CombineFileRecordReader((CombineFileSplit) split, context, |
| (Class) DummyRecordReader.class); |
| } |
| } |
| |
| public void testRecordReaderInit() throws InterruptedException, IOException { |
| // Test that we properly initialize the child recordreader when |
| // CombineFileInputFormat and CombineFileRecordReader are used. |
| |
| TaskAttemptID taskId = new TaskAttemptID("jt", 0, TaskType.MAP, 0, 0); |
| Configuration conf1 = new Configuration(); |
| conf1.set(DUMMY_KEY, "STATE1"); |
| TaskAttemptContext context1 = new TaskAttemptContextImpl(conf1, taskId); |
| |
| // This will create a CombineFileRecordReader that itself contains a |
| // DummyRecordReader. |
| InputFormat inputFormat = new ChildRRInputFormat(); |
| |
| Path [] files = { new Path("file1") }; |
| long [] lengths = { 1 }; |
| |
| CombineFileSplit split = new CombineFileSplit(files, lengths); |
| |
| RecordReader rr = inputFormat.createRecordReader(split, context1); |
| assertTrue("Unexpected RR type!", rr instanceof CombineFileRecordReader); |
| |
| // Verify that the initial configuration is the one being used. |
| // Right after construction the dummy key should have value "STATE1" |
| assertEquals("Invalid initial dummy key value", "STATE1", |
| rr.getCurrentKey().toString()); |
| |
| // Switch the active context for the RecordReader... |
| Configuration conf2 = new Configuration(); |
| conf2.set(DUMMY_KEY, "STATE2"); |
| TaskAttemptContext context2 = new TaskAttemptContextImpl(conf2, taskId); |
| rr.initialize(split, context2); |
| |
| // And verify that the new context is updated into the child record reader. |
| assertEquals("Invalid secondary dummy key value", "STATE2", |
| rr.getCurrentKey().toString()); |
| } |
| |
| public void testReinit() throws Exception { |
| // Test that a split containing multiple files works correctly, |
| // with the child RecordReader getting its initialize() method |
| // called a second time. |
| TaskAttemptID taskId = new TaskAttemptID("jt", 0, TaskType.MAP, 0, 0); |
| Configuration conf = new Configuration(); |
| TaskAttemptContext context = new TaskAttemptContextImpl(conf, taskId); |
| |
| // This will create a CombineFileRecordReader that itself contains a |
| // DummyRecordReader. |
| InputFormat inputFormat = new ChildRRInputFormat(); |
| |
| Path [] files = { new Path("file1"), new Path("file2") }; |
| long [] lengths = { 1, 1 }; |
| |
| CombineFileSplit split = new CombineFileSplit(files, lengths); |
| RecordReader rr = inputFormat.createRecordReader(split, context); |
| assertTrue("Unexpected RR type!", rr instanceof CombineFileRecordReader); |
| |
| // first initialize() call comes from MapTask. We'll do it here. |
| rr.initialize(split, context); |
| |
| // First value is first filename. |
| assertTrue(rr.nextKeyValue()); |
| assertEquals("file1", rr.getCurrentValue().toString()); |
| |
| // The inner RR will return false, because it only emits one (k, v) pair. |
| // But there's another sub-split to process. This returns true to us. |
| assertTrue(rr.nextKeyValue()); |
| |
| // And the 2nd rr will have its initialize method called correctly. |
| assertEquals("file2", rr.getCurrentValue().toString()); |
| |
| // But after both child RR's have returned their singleton (k, v), this |
| // should also return false. |
| assertFalse(rr.nextKeyValue()); |
| } |
| |
| public void testSplitPlacement() throws IOException { |
| MiniDFSCluster dfs = null; |
| FileSystem fileSys = null; |
| try { |
| /* Start 3 datanodes, one each in rack r1, r2, r3. Create five files |
| * 1) file1 and file5, just after starting the datanode on r1, with |
| * a repl factor of 1, and, |
| * 2) file2, just after starting the datanode on r2, with |
| * a repl factor of 2, and, |
| * 3) file3, file4 after starting the all three datanodes, with a repl |
| * factor of 3. |
| * At the end, file1, file5 will be present on only datanode1, file2 will |
| * be present on datanode 1 and datanode2 and |
| * file3, file4 will be present on all datanodes. |
| */ |
| Configuration conf = new Configuration(); |
| conf.setBoolean("dfs.replication.considerLoad", false); |
| dfs = new MiniDFSCluster(conf, 1, true, rack1, hosts1); |
| dfs.waitActive(); |
| |
| fileSys = dfs.getFileSystem(); |
| if (!fileSys.mkdirs(inDir)) { |
| throw new IOException("Mkdirs failed to create " + inDir.toString()); |
| } |
| Path file1 = new Path(dir1 + "/file1"); |
| writeFile(conf, file1, (short)1, 1); |
| // create another file on the same datanode |
| Path file5 = new Path(dir5 + "/file5"); |
| writeFile(conf, file5, (short)1, 1); |
| // split it using a CombinedFile input format |
| DummyInputFormat inFormat = new DummyInputFormat(); |
| Job job = Job.getInstance(conf); |
| FileInputFormat.setInputPaths(job, dir1 + "," + dir5); |
| List<InputSplit> splits = inFormat.getSplits(job); |
| System.out.println("Made splits(Test0): " + splits.size()); |
| for (InputSplit split : splits) { |
| System.out.println("File split(Test0): " + split); |
| } |
| assertEquals(splits.size(), 1); |
| CombineFileSplit fileSplit = (CombineFileSplit) splits.get(0); |
| assertEquals(2, fileSplit.getNumPaths()); |
| assertEquals(1, fileSplit.getLocations().length); |
| assertEquals(file1.getName(), fileSplit.getPath(0).getName()); |
| assertEquals(0, fileSplit.getOffset(0)); |
| assertEquals(BLOCKSIZE, fileSplit.getLength(0)); |
| assertEquals(file5.getName(), fileSplit.getPath(1).getName()); |
| assertEquals(0, fileSplit.getOffset(1)); |
| assertEquals(BLOCKSIZE, fileSplit.getLength(1)); |
| assertEquals(hosts1[0], fileSplit.getLocations()[0]); |
| |
| dfs.startDataNodes(conf, 1, true, null, rack2, hosts2, null); |
| dfs.waitActive(); |
| |
| // create file on two datanodes. |
| Path file2 = new Path(dir2 + "/file2"); |
| writeFile(conf, file2, (short)2, 2); |
| |
| // split it using a CombinedFile input format |
| inFormat = new DummyInputFormat(); |
| FileInputFormat.setInputPaths(job, dir1 + "," + dir2); |
| inFormat.setMinSplitSizeRack(BLOCKSIZE); |
| splits = inFormat.getSplits(job); |
| System.out.println("Made splits(Test1): " + splits.size()); |
| |
| // make sure that each split has different locations |
| for (InputSplit split : splits) { |
| System.out.println("File split(Test1): " + split); |
| } |
| assertEquals(splits.size(), 2); |
| fileSplit = (CombineFileSplit) splits.get(0); |
| assertEquals(fileSplit.getNumPaths(), 2); |
| assertEquals(fileSplit.getLocations().length, 1); |
| assertEquals(fileSplit.getPath(0).getName(), file2.getName()); |
| assertEquals(fileSplit.getOffset(0), 0); |
| assertEquals(fileSplit.getLength(0), BLOCKSIZE); |
| assertEquals(fileSplit.getPath(1).getName(), file2.getName()); |
| assertEquals(fileSplit.getOffset(1), BLOCKSIZE); |
| assertEquals(fileSplit.getLength(1), BLOCKSIZE); |
| assertEquals(fileSplit.getLocations()[0], hosts2[0]); // should be on r2 |
| fileSplit = (CombineFileSplit) splits.get(1); |
| assertEquals(fileSplit.getNumPaths(), 1); |
| assertEquals(fileSplit.getLocations().length, 1); |
| assertEquals(fileSplit.getPath(0).getName(), file1.getName()); |
| assertEquals(fileSplit.getOffset(0), 0); |
| assertEquals(fileSplit.getLength(0), BLOCKSIZE); |
| assertEquals(fileSplit.getLocations()[0], hosts1[0]); // should be on r1 |
| |
| // create another file on 3 datanodes and 3 racks. |
| dfs.startDataNodes(conf, 1, true, null, rack3, hosts3, null); |
| dfs.waitActive(); |
| Path file3 = new Path(dir3 + "/file3"); |
| writeFile(conf, new Path(dir3 + "/file3"), (short)3, 3); |
| inFormat = new DummyInputFormat(); |
| FileInputFormat.setInputPaths(job, dir1 + "," + dir2 + "," + dir3); |
| inFormat.setMinSplitSizeRack(BLOCKSIZE); |
| splits = inFormat.getSplits(job); |
| for (InputSplit split : splits) { |
| System.out.println("File split(Test2): " + split); |
| } |
| assertEquals(splits.size(), 3); |
| fileSplit = (CombineFileSplit) splits.get(0); |
| assertEquals(fileSplit.getNumPaths(), 3); |
| assertEquals(fileSplit.getLocations().length, 1); |
| assertEquals(fileSplit.getPath(0).getName(), file3.getName()); |
| assertEquals(fileSplit.getOffset(0), 0); |
| assertEquals(fileSplit.getLength(0), BLOCKSIZE); |
| assertEquals(fileSplit.getPath(1).getName(), file3.getName()); |
| assertEquals(fileSplit.getOffset(1), BLOCKSIZE); |
| assertEquals(fileSplit.getLength(1), BLOCKSIZE); |
| assertEquals(fileSplit.getPath(2).getName(), file3.getName()); |
| assertEquals(fileSplit.getOffset(2), 2 * BLOCKSIZE); |
| assertEquals(fileSplit.getLength(2), BLOCKSIZE); |
| assertEquals(fileSplit.getLocations()[0], hosts3[0]); // should be on r3 |
| fileSplit = (CombineFileSplit) splits.get(1); |
| assertEquals(fileSplit.getNumPaths(), 2); |
| assertEquals(fileSplit.getLocations().length, 1); |
| assertEquals(fileSplit.getPath(0).getName(), file2.getName()); |
| assertEquals(fileSplit.getOffset(0), 0); |
| assertEquals(fileSplit.getLength(0), BLOCKSIZE); |
| assertEquals(fileSplit.getPath(1).getName(), file2.getName()); |
| assertEquals(fileSplit.getOffset(1), BLOCKSIZE); |
| assertEquals(fileSplit.getLength(1), BLOCKSIZE); |
| assertEquals(fileSplit.getLocations()[0], hosts2[0]); // should be on r2 |
| fileSplit = (CombineFileSplit) splits.get(2); |
| assertEquals(fileSplit.getNumPaths(), 1); |
| assertEquals(fileSplit.getLocations().length, 1); |
| assertEquals(fileSplit.getPath(0).getName(), file1.getName()); |
| assertEquals(fileSplit.getOffset(0), 0); |
| assertEquals(fileSplit.getLength(0), BLOCKSIZE); |
| assertEquals(fileSplit.getLocations()[0], hosts1[0]); // should be on r1 |
| |
| // create file4 on all three racks |
| Path file4 = new Path(dir4 + "/file4"); |
| writeFile(conf, file4, (short)3, 3); |
| inFormat = new DummyInputFormat(); |
| FileInputFormat.setInputPaths(job, dir1 + "," + dir2 + "," + dir3 + "," + dir4); |
| inFormat.setMinSplitSizeRack(BLOCKSIZE); |
| splits = inFormat.getSplits(job); |
| for (InputSplit split : splits) { |
| System.out.println("File split(Test3): " + split); |
| } |
| assertEquals(splits.size(), 3); |
| fileSplit = (CombineFileSplit) splits.get(0); |
| assertEquals(fileSplit.getNumPaths(), 6); |
| assertEquals(fileSplit.getLocations().length, 1); |
| assertEquals(fileSplit.getPath(0).getName(), file3.getName()); |
| assertEquals(fileSplit.getOffset(0), 0); |
| assertEquals(fileSplit.getLength(0), BLOCKSIZE); |
| assertEquals(fileSplit.getPath(1).getName(), file3.getName()); |
| assertEquals(fileSplit.getOffset(1), BLOCKSIZE); |
| assertEquals(fileSplit.getLength(1), BLOCKSIZE); |
| assertEquals(fileSplit.getPath(2).getName(), file3.getName()); |
| assertEquals(fileSplit.getOffset(2), 2 * BLOCKSIZE); |
| assertEquals(fileSplit.getLength(2), BLOCKSIZE); |
| assertEquals(fileSplit.getLocations()[0], hosts3[0]); // should be on r3 |
| fileSplit = (CombineFileSplit) splits.get(1); |
| assertEquals(fileSplit.getNumPaths(), 2); |
| assertEquals(fileSplit.getLocations().length, 1); |
| assertEquals(fileSplit.getPath(0).getName(), file2.getName()); |
| assertEquals(fileSplit.getOffset(0), 0); |
| assertEquals(fileSplit.getLength(0), BLOCKSIZE); |
| assertEquals(fileSplit.getPath(1).getName(), file2.getName()); |
| assertEquals(fileSplit.getOffset(1), BLOCKSIZE); |
| assertEquals(fileSplit.getLength(1), BLOCKSIZE); |
| assertEquals(fileSplit.getLocations()[0], hosts2[0]); // should be on r2 |
| fileSplit = (CombineFileSplit) splits.get(2); |
| assertEquals(fileSplit.getNumPaths(), 1); |
| assertEquals(fileSplit.getLocations().length, 1); |
| assertEquals(fileSplit.getPath(0).getName(), file1.getName()); |
| assertEquals(fileSplit.getOffset(0), 0); |
| assertEquals(fileSplit.getLength(0), BLOCKSIZE); |
| assertEquals(fileSplit.getLocations()[0], hosts1[0]); // should be on r1 |
| |
| // maximum split size is 2 blocks |
| inFormat = new DummyInputFormat(); |
| inFormat.setMinSplitSizeNode(BLOCKSIZE); |
| inFormat.setMaxSplitSize(2*BLOCKSIZE); |
| FileInputFormat.setInputPaths(job, |
| dir1 + "," + dir2 + "," + dir3 + "," + dir4); |
| splits = inFormat.getSplits(job); |
| for (InputSplit split : splits) { |
| System.out.println("File split(Test4): " + split); |
| } |
| assertEquals(splits.size(), 5); |
| fileSplit = (CombineFileSplit) splits.get(0); |
| assertEquals(fileSplit.getNumPaths(), 2); |
| assertEquals(fileSplit.getLocations().length, 1); |
| assertEquals(fileSplit.getPath(0).getName(), file3.getName()); |
| assertEquals(fileSplit.getOffset(0), 0); |
| assertEquals(fileSplit.getLength(0), BLOCKSIZE); |
| assertEquals(fileSplit.getPath(1).getName(), file3.getName()); |
| assertEquals(fileSplit.getOffset(1), BLOCKSIZE); |
| assertEquals(fileSplit.getLength(1), BLOCKSIZE); |
| assertEquals(fileSplit.getLocations()[0], "host3.rack3.com"); |
| fileSplit = (CombineFileSplit) splits.get(1); |
| assertEquals(fileSplit.getPath(0).getName(), file3.getName()); |
| assertEquals(fileSplit.getOffset(0), 2 * BLOCKSIZE); |
| assertEquals(fileSplit.getLength(0), BLOCKSIZE); |
| assertEquals(fileSplit.getPath(1).getName(), file4.getName()); |
| assertEquals(fileSplit.getOffset(1), 0); |
| assertEquals(fileSplit.getLength(1), BLOCKSIZE); |
| assertEquals(fileSplit.getLocations()[0], "host3.rack3.com"); |
| fileSplit = (CombineFileSplit) splits.get(2); |
| assertEquals(fileSplit.getNumPaths(), 2); |
| assertEquals(fileSplit.getLocations().length, 1); |
| assertEquals(fileSplit.getPath(0).getName(), file4.getName()); |
| assertEquals(fileSplit.getOffset(0), BLOCKSIZE); |
| assertEquals(fileSplit.getLength(0), BLOCKSIZE); |
| assertEquals(fileSplit.getPath(1).getName(), file4.getName()); |
| assertEquals(fileSplit.getOffset(1), 2 * BLOCKSIZE); |
| assertEquals(fileSplit.getLength(1), BLOCKSIZE); |
| assertEquals(fileSplit.getLocations()[0], "host3.rack3.com"); |
| |
| // maximum split size is 3 blocks |
| inFormat = new DummyInputFormat(); |
| inFormat.setMinSplitSizeNode(BLOCKSIZE); |
| inFormat.setMaxSplitSize(3*BLOCKSIZE); |
| FileInputFormat.setInputPaths(job, |
| dir1 + "," + dir2 + "," + dir3 + "," + dir4); |
| splits = inFormat.getSplits(job); |
| for (InputSplit split : splits) { |
| System.out.println("File split(Test5): " + split); |
| } |
| assertEquals(splits.size(), 4); |
| fileSplit = (CombineFileSplit) splits.get(0); |
| assertEquals(fileSplit.getNumPaths(), 3); |
| assertEquals(fileSplit.getLocations().length, 1); |
| assertEquals(fileSplit.getPath(0).getName(), file3.getName()); |
| assertEquals(fileSplit.getOffset(0), 0); |
| assertEquals(fileSplit.getLength(0), BLOCKSIZE); |
| assertEquals(fileSplit.getPath(1).getName(), file3.getName()); |
| assertEquals(fileSplit.getOffset(1), BLOCKSIZE); |
| assertEquals(fileSplit.getLength(1), BLOCKSIZE); |
| assertEquals(fileSplit.getPath(2).getName(), file3.getName()); |
| assertEquals(fileSplit.getOffset(2), 2 * BLOCKSIZE); |
| assertEquals(fileSplit.getLength(2), BLOCKSIZE); |
| assertEquals(fileSplit.getLocations()[0], "host3.rack3.com"); |
| fileSplit = (CombineFileSplit) splits.get(1); |
| assertEquals(fileSplit.getPath(0).getName(), file4.getName()); |
| assertEquals(fileSplit.getOffset(0), 0); |
| assertEquals(fileSplit.getLength(0), BLOCKSIZE); |
| assertEquals(fileSplit.getPath(1).getName(), file4.getName()); |
| assertEquals(fileSplit.getOffset(1), BLOCKSIZE); |
| assertEquals(fileSplit.getLength(1), BLOCKSIZE); |
| assertEquals(fileSplit.getPath(2).getName(), file4.getName()); |
| assertEquals(fileSplit.getOffset(2), 2 * BLOCKSIZE); |
| assertEquals(fileSplit.getLength(2), BLOCKSIZE); |
| assertEquals(fileSplit.getLocations()[0], "host3.rack3.com"); |
| fileSplit = (CombineFileSplit) splits.get(2); |
| assertEquals(fileSplit.getNumPaths(), 2); |
| assertEquals(fileSplit.getLocations().length, 1); |
| assertEquals(fileSplit.getPath(0).getName(), file2.getName()); |
| assertEquals(fileSplit.getOffset(0), 0); |
| assertEquals(fileSplit.getLength(0), BLOCKSIZE); |
| assertEquals(fileSplit.getPath(1).getName(), file2.getName()); |
| assertEquals(fileSplit.getOffset(1), BLOCKSIZE); |
| assertEquals(fileSplit.getLength(1), BLOCKSIZE); |
| assertEquals(fileSplit.getLocations()[0], "host2.rack2.com"); |
| fileSplit = (CombineFileSplit) splits.get(3); |
| assertEquals(fileSplit.getNumPaths(), 1); |
| assertEquals(fileSplit.getLocations().length, 1); |
| assertEquals(fileSplit.getPath(0).getName(), file1.getName()); |
| assertEquals(fileSplit.getOffset(0), 0); |
| assertEquals(fileSplit.getLength(0), BLOCKSIZE); |
| assertEquals(fileSplit.getLocations()[0], "host1.rack1.com"); |
| |
| // maximum split size is 4 blocks |
| inFormat = new DummyInputFormat(); |
| inFormat.setMaxSplitSize(4*BLOCKSIZE); |
| FileInputFormat.setInputPaths(job, dir1 + "," + dir2 + "," + dir3 + "," + dir4); |
| splits = inFormat.getSplits(job); |
| for (InputSplit split : splits) { |
| System.out.println("File split(Test6): " + split); |
| } |
| assertEquals(splits.size(), 3); |
| fileSplit = (CombineFileSplit) splits.get(0); |
| assertEquals(fileSplit.getNumPaths(), 4); |
| assertEquals(fileSplit.getLocations().length, 1); |
| assertEquals(fileSplit.getPath(0).getName(), file3.getName()); |
| assertEquals(fileSplit.getOffset(0), 0); |
| assertEquals(fileSplit.getLength(0), BLOCKSIZE); |
| assertEquals(fileSplit.getPath(1).getName(), file3.getName()); |
| assertEquals(fileSplit.getOffset(1), BLOCKSIZE); |
| assertEquals(fileSplit.getLength(1), BLOCKSIZE); |
| assertEquals(fileSplit.getPath(2).getName(), file3.getName()); |
| assertEquals(fileSplit.getOffset(2), 2 * BLOCKSIZE); |
| assertEquals(fileSplit.getLength(2), BLOCKSIZE); |
| assertEquals(fileSplit.getLocations()[0], "host3.rack3.com"); |
| fileSplit = (CombineFileSplit) splits.get(1); |
| assertEquals(fileSplit.getNumPaths(), 4); |
| assertEquals(fileSplit.getPath(0).getName(), file2.getName()); |
| assertEquals(fileSplit.getOffset(0), 0); |
| assertEquals(fileSplit.getLength(0), BLOCKSIZE); |
| assertEquals(fileSplit.getPath(1).getName(), file2.getName()); |
| assertEquals(fileSplit.getOffset(1), BLOCKSIZE); |
| assertEquals(fileSplit.getLength(1), BLOCKSIZE); |
| assertEquals(fileSplit.getPath(2).getName(), file4.getName()); |
| assertEquals(fileSplit.getOffset(2), BLOCKSIZE); |
| assertEquals(fileSplit.getLength(2), BLOCKSIZE); |
| assertEquals(fileSplit.getPath(3).getName(), file4.getName()); |
| assertEquals(fileSplit.getOffset(3), 2 * BLOCKSIZE); |
| assertEquals(fileSplit.getLength(3), BLOCKSIZE); |
| assertEquals(fileSplit.getLocations()[0], "host2.rack2.com"); |
| fileSplit = (CombineFileSplit) splits.get(2); |
| assertEquals(fileSplit.getNumPaths(), 1); |
| assertEquals(fileSplit.getLocations().length, 1); |
| assertEquals(fileSplit.getPath(0).getName(), file1.getName()); |
| assertEquals(fileSplit.getOffset(0), 0); |
| assertEquals(fileSplit.getLength(0), BLOCKSIZE); |
| assertEquals(fileSplit.getLocations()[0], hosts1[0]); // should be on r1 |
| |
| // maximum split size is 7 blocks and min is 3 blocks |
| inFormat = new DummyInputFormat(); |
| inFormat.setMaxSplitSize(7*BLOCKSIZE); |
| inFormat.setMinSplitSizeNode(3*BLOCKSIZE); |
| inFormat.setMinSplitSizeRack(3*BLOCKSIZE); |
| FileInputFormat.setInputPaths(job, |
| dir1 + "," + dir2 + "," + dir3 + "," + dir4); |
| splits = inFormat.getSplits(job); |
| for (InputSplit split : splits) { |
| System.out.println("File split(Test7): " + split); |
| } |
| assertEquals(splits.size(), 2); |
| fileSplit = (CombineFileSplit) splits.get(0); |
| assertEquals(fileSplit.getNumPaths(), 6); |
| assertEquals(fileSplit.getLocations().length, 1); |
| assertEquals(fileSplit.getLocations()[0], "host3.rack3.com"); |
| fileSplit = (CombineFileSplit) splits.get(1); |
| assertEquals(fileSplit.getNumPaths(), 3); |
| assertEquals(fileSplit.getLocations().length, 1); |
| assertEquals(fileSplit.getLocations()[0], "host1.rack1.com"); |
| |
| // Rack 1 has file1, file2 and file3 and file4 |
| // Rack 2 has file2 and file3 and file4 |
| // Rack 3 has file3 and file4 |
| // setup a filter so that only file1 and file2 can be combined |
| inFormat = new DummyInputFormat(); |
| FileInputFormat.addInputPath(job, inDir); |
| inFormat.setMinSplitSizeRack(1); // everything is at least rack local |
| inFormat.createPool(new TestFilter(dir1), |
| new TestFilter(dir2)); |
| splits = inFormat.getSplits(job); |
| for (InputSplit split : splits) { |
| System.out.println("File split(Test1): " + split); |
| } |
| assertEquals(splits.size(), 3); |
| fileSplit = (CombineFileSplit) splits.get(0); |
| assertEquals(fileSplit.getNumPaths(), 2); |
| assertEquals(fileSplit.getLocations().length, 1); |
| assertEquals(fileSplit.getLocations()[0], hosts2[0]); // should be on r2 |
| fileSplit = (CombineFileSplit) splits.get(1); |
| assertEquals(fileSplit.getNumPaths(), 1); |
| assertEquals(fileSplit.getLocations().length, 1); |
| assertEquals(fileSplit.getLocations()[0], hosts1[0]); // should be on r1 |
| fileSplit = (CombineFileSplit) splits.get(2); |
| assertEquals(fileSplit.getNumPaths(), 6); |
| assertEquals(fileSplit.getLocations().length, 1); |
| assertEquals(fileSplit.getLocations()[0], hosts3[0]); // should be on r3 |
| |
| // measure performance when there are multiple pools and |
| // many files in each pool. |
| int numPools = 100; |
| int numFiles = 1000; |
| DummyInputFormat1 inFormat1 = new DummyInputFormat1(); |
| for (int i = 0; i < numFiles; i++) { |
| FileInputFormat.setInputPaths(job, file1); |
| } |
| inFormat1.setMinSplitSizeRack(1); // everything is at least rack local |
| final Path dirNoMatch1 = new Path(inDir, "/dirxx"); |
| final Path dirNoMatch2 = new Path(inDir, "/diryy"); |
| for (int i = 0; i < numPools; i++) { |
| inFormat1.createPool(new TestFilter(dirNoMatch1), |
| new TestFilter(dirNoMatch2)); |
| } |
| long start = System.currentTimeMillis(); |
| splits = inFormat1.getSplits(job); |
| long end = System.currentTimeMillis(); |
| System.out.println("Elapsed time for " + numPools + " pools " + |
| " and " + numFiles + " files is " + |
| ((end - start)/1000) + " seconds."); |
| |
| // This file has three whole blocks. If the maxsplit size is |
| // half the block size, then there should be six splits. |
| inFormat = new DummyInputFormat(); |
| inFormat.setMaxSplitSize(BLOCKSIZE/2); |
| FileInputFormat.setInputPaths(job, dir3); |
| splits = inFormat.getSplits(job); |
| for (InputSplit split : splits) { |
| System.out.println("File split(Test8): " + split); |
| } |
| assertEquals(6, splits.size()); |
| |
| } finally { |
| if (dfs != null) { |
| dfs.shutdown(); |
| } |
| } |
| } |
| |
| static void writeFile(Configuration conf, Path name, |
| short replication, int numBlocks) throws IOException { |
| FileSystem fileSys = FileSystem.get(conf); |
| |
| FSDataOutputStream stm = fileSys.create(name, true, |
| conf.getInt("io.file.buffer.size", 4096), |
| replication, (long)BLOCKSIZE); |
| writeDataAndSetReplication(fileSys, name, stm, replication, numBlocks); |
| } |
| |
| // Creates the gzip file and return the FileStatus |
| static FileStatus writeGzipFile(Configuration conf, Path name, |
| short replication, int numBlocks) throws IOException { |
| FileSystem fileSys = FileSystem.get(conf); |
| |
| GZIPOutputStream out = new GZIPOutputStream(fileSys.create(name, true, conf |
| .getInt("io.file.buffer.size", 4096), replication, (long) BLOCKSIZE)); |
| writeDataAndSetReplication(fileSys, name, out, replication, numBlocks); |
| return fileSys.getFileStatus(name); |
| } |
| |
| private static void writeDataAndSetReplication(FileSystem fileSys, Path name, |
| OutputStream out, short replication, int numBlocks) throws IOException { |
| for (int i = 0; i < numBlocks; i++) { |
| out.write(databuf); |
| } |
| out.close(); |
| DFSTestUtil.waitReplication(fileSys, name, replication); |
| } |
| |
| public void testSplitPlacementForCompressedFiles() throws IOException { |
| MiniDFSCluster dfs = null; |
| FileSystem fileSys = null; |
| try { |
| /* Start 3 datanodes, one each in rack r1, r2, r3. Create five gzipped |
| * files |
| * 1) file1 and file5, just after starting the datanode on r1, with |
| * a repl factor of 1, and, |
| * 2) file2, just after starting the datanode on r2, with |
| * a repl factor of 2, and, |
| * 3) file3, file4 after starting the all three datanodes, with a repl |
| * factor of 3. |
| * At the end, file1, file5 will be present on only datanode1, file2 will |
| * be present on datanode 1 and datanode2 and |
| * file3, file4 will be present on all datanodes. |
| */ |
| Configuration conf = new Configuration(); |
| conf.setBoolean("dfs.replication.considerLoad", false); |
| dfs = new MiniDFSCluster(conf, 1, true, rack1, hosts1); |
| dfs.waitActive(); |
| |
| fileSys = dfs.getFileSystem(); |
| if (!fileSys.mkdirs(inDir)) { |
| throw new IOException("Mkdirs failed to create " + inDir.toString()); |
| } |
| Path file1 = new Path(dir1 + "/file1.gz"); |
| FileStatus f1 = writeGzipFile(conf, file1, (short)1, 1); |
| // create another file on the same datanode |
| Path file5 = new Path(dir5 + "/file5.gz"); |
| FileStatus f5 = writeGzipFile(conf, file5, (short)1, 1); |
| // split it using a CombinedFile input format |
| DummyInputFormat inFormat = new DummyInputFormat(); |
| Job job = Job.getInstance(conf); |
| FileInputFormat.setInputPaths(job, dir1 + "," + dir5); |
| List<InputSplit> splits = inFormat.getSplits(job); |
| System.out.println("Made splits(Test0): " + splits.size()); |
| for (InputSplit split : splits) { |
| System.out.println("File split(Test0): " + split); |
| } |
| assertEquals(splits.size(), 1); |
| CombineFileSplit fileSplit = (CombineFileSplit) splits.get(0); |
| assertEquals(2, fileSplit.getNumPaths()); |
| assertEquals(1, fileSplit.getLocations().length); |
| assertEquals(file1.getName(), fileSplit.getPath(0).getName()); |
| assertEquals(0, fileSplit.getOffset(0)); |
| assertEquals(f1.getLen(), fileSplit.getLength(0)); |
| assertEquals(file5.getName(), fileSplit.getPath(1).getName()); |
| assertEquals(0, fileSplit.getOffset(1)); |
| assertEquals(f5.getLen(), fileSplit.getLength(1)); |
| assertEquals(hosts1[0], fileSplit.getLocations()[0]); |
| |
| dfs.startDataNodes(conf, 1, true, null, rack2, hosts2, null); |
| dfs.waitActive(); |
| |
| // create file on two datanodes. |
| Path file2 = new Path(dir2 + "/file2.gz"); |
| FileStatus f2 = writeGzipFile(conf, file2, (short)2, 2); |
| |
| // split it using a CombinedFile input format |
| inFormat = new DummyInputFormat(); |
| FileInputFormat.setInputPaths(job, dir1 + "," + dir2); |
| inFormat.setMinSplitSizeRack(f1.getLen()); |
| splits = inFormat.getSplits(job); |
| System.out.println("Made splits(Test1): " + splits.size()); |
| |
| // make sure that each split has different locations |
| for (InputSplit split : splits) { |
| System.out.println("File split(Test1): " + split); |
| } |
| assertEquals(2, splits.size()); |
| fileSplit = (CombineFileSplit) splits.get(0); |
| assertEquals(1, fileSplit.getNumPaths()); |
| assertEquals(1, fileSplit.getLocations().length); |
| assertEquals(file2.getName(), fileSplit.getPath(0).getName()); |
| assertEquals(0, fileSplit.getOffset(0)); |
| assertEquals(f2.getLen(), fileSplit.getLength(0)); |
| assertEquals(hosts2[0], fileSplit.getLocations()[0]); // should be on r2 |
| fileSplit = (CombineFileSplit) splits.get(1); |
| assertEquals(1, fileSplit.getNumPaths()); |
| assertEquals(1, fileSplit.getLocations().length); |
| assertEquals(file1.getName(), fileSplit.getPath(0).getName()); |
| assertEquals(0, fileSplit.getOffset(0)); |
| assertEquals(f1.getLen(), fileSplit.getLength(0)); |
| assertEquals(hosts1[0], fileSplit.getLocations()[0]); // should be on r1 |
| |
| // create another file on 3 datanodes and 3 racks. |
| dfs.startDataNodes(conf, 1, true, null, rack3, hosts3, null); |
| dfs.waitActive(); |
| Path file3 = new Path(dir3 + "/file3.gz"); |
| FileStatus f3 = writeGzipFile(conf, file3, (short)3, 3); |
| inFormat = new DummyInputFormat(); |
| FileInputFormat.setInputPaths(job, dir1 + "," + dir2 + "," + dir3); |
| inFormat.setMinSplitSizeRack(f1.getLen()); |
| splits = inFormat.getSplits(job); |
| for (InputSplit split : splits) { |
| System.out.println("File split(Test2): " + split); |
| } |
| assertEquals(3, splits.size()); |
| fileSplit = (CombineFileSplit) splits.get(0); |
| assertEquals(1, fileSplit.getNumPaths()); |
| assertEquals(1, fileSplit.getLocations().length); |
| assertEquals(file3.getName(), fileSplit.getPath(0).getName()); |
| assertEquals(0, fileSplit.getOffset(0)); |
| assertEquals(f3.getLen(), fileSplit.getLength(0)); |
| assertEquals(hosts3[0], fileSplit.getLocations()[0]); // should be on r3 |
| fileSplit = (CombineFileSplit) splits.get(1); |
| assertEquals(1, fileSplit.getNumPaths()); |
| assertEquals(1, fileSplit.getLocations().length); |
| assertEquals(file2.getName(), fileSplit.getPath(0).getName()); |
| assertEquals(0, fileSplit.getOffset(0)); |
| assertEquals(f2.getLen(), fileSplit.getLength(0)); |
| assertEquals(hosts2[0], fileSplit.getLocations()[0]); // should be on r2 |
| fileSplit = (CombineFileSplit) splits.get(2); |
| assertEquals(1, fileSplit.getNumPaths()); |
| assertEquals(1, fileSplit.getLocations().length); |
| assertEquals(file1.getName(), fileSplit.getPath(0).getName()); |
| assertEquals(0, fileSplit.getOffset(0)); |
| assertEquals(f1.getLen(), fileSplit.getLength(0)); |
| assertEquals(hosts1[0], fileSplit.getLocations()[0]); // should be on r1 |
| |
| // create file4 on all three racks |
| Path file4 = new Path(dir4 + "/file4.gz"); |
| FileStatus f4 = writeGzipFile(conf, file4, (short)3, 3); |
| inFormat = new DummyInputFormat(); |
| FileInputFormat.setInputPaths(job, |
| dir1 + "," + dir2 + "," + dir3 + "," + dir4); |
| inFormat.setMinSplitSizeRack(f1.getLen()); |
| splits = inFormat.getSplits(job); |
| for (InputSplit split : splits) { |
| System.out.println("File split(Test3): " + split); |
| } |
| assertEquals(3, splits.size()); |
| fileSplit = (CombineFileSplit) splits.get(0); |
| assertEquals(2, fileSplit.getNumPaths()); |
| assertEquals(1, fileSplit.getLocations().length); |
| assertEquals(file3.getName(), fileSplit.getPath(0).getName()); |
| assertEquals(0, fileSplit.getOffset(0)); |
| assertEquals(f3.getLen(), fileSplit.getLength(0)); |
| assertEquals(file4.getName(), fileSplit.getPath(1).getName()); |
| assertEquals(0, fileSplit.getOffset(1)); |
| assertEquals(f4.getLen(), fileSplit.getLength(1)); |
| assertEquals(hosts3[0], fileSplit.getLocations()[0]); // should be on r3 |
| fileSplit = (CombineFileSplit) splits.get(1); |
| assertEquals(1, fileSplit.getNumPaths()); |
| assertEquals(1, fileSplit.getLocations().length); |
| assertEquals(file2.getName(), fileSplit.getPath(0).getName()); |
| assertEquals(0, fileSplit.getOffset(0)); |
| assertEquals(f2.getLen(), fileSplit.getLength(0)); |
| assertEquals(hosts2[0], fileSplit.getLocations()[0]); // should be on r2 |
| fileSplit = (CombineFileSplit) splits.get(2); |
| assertEquals(1, fileSplit.getNumPaths()); |
| assertEquals(1, fileSplit.getLocations().length); |
| assertEquals(file1.getName(), fileSplit.getPath(0).getName()); |
| assertEquals(0, fileSplit.getOffset(0)); |
| assertEquals(f1.getLen(), fileSplit.getLength(0)); |
| assertEquals(hosts1[0], fileSplit.getLocations()[0]); // should be on r1 |
| |
| // maximum split size is file1's length |
| inFormat = new DummyInputFormat(); |
| inFormat.setMinSplitSizeNode(f1.getLen()); |
| inFormat.setMaxSplitSize(f1.getLen()); |
| FileInputFormat.setInputPaths(job, |
| dir1 + "," + dir2 + "," + dir3 + "," + dir4); |
| splits = inFormat.getSplits(job); |
| for (InputSplit split : splits) { |
| System.out.println("File split(Test4): " + split); |
| } |
| assertEquals(4, splits.size()); |
| fileSplit = (CombineFileSplit) splits.get(0); |
| assertEquals(1, fileSplit.getNumPaths()); |
| assertEquals(1, fileSplit.getLocations().length); |
| assertEquals(file3.getName(), fileSplit.getPath(0).getName()); |
| assertEquals(0, fileSplit.getOffset(0)); |
| assertEquals(f3.getLen(), fileSplit.getLength(0)); |
| assertEquals(hosts3[0], fileSplit.getLocations()[0]); // should be on r3 |
| fileSplit = (CombineFileSplit) splits.get(1); |
| assertEquals(file4.getName(), fileSplit.getPath(0).getName()); |
| assertEquals(0, fileSplit.getOffset(0)); |
| assertEquals(f4.getLen(), fileSplit.getLength(0)); |
| assertEquals(hosts3[0], fileSplit.getLocations()[0]); // should be on r3 |
| fileSplit = (CombineFileSplit) splits.get(2); |
| assertEquals(1, fileSplit.getNumPaths()); |
| assertEquals(1, fileSplit.getLocations().length); |
| assertEquals(file2.getName(), fileSplit.getPath(0).getName()); |
| assertEquals(0, fileSplit.getOffset(0)); |
| assertEquals(f2.getLen(), fileSplit.getLength(0)); |
| assertEquals(hosts2[0], fileSplit.getLocations()[0]); // should be on r2 |
| fileSplit = (CombineFileSplit) splits.get(3); |
| assertEquals(1, fileSplit.getNumPaths()); |
| assertEquals(1, fileSplit.getLocations().length); |
| assertEquals(file1.getName(), fileSplit.getPath(0).getName()); |
| assertEquals(0, fileSplit.getOffset(0)); |
| assertEquals(f1.getLen(), fileSplit.getLength(0)); |
| assertEquals(hosts1[0], fileSplit.getLocations()[0]); // should be on r1 |
| |
| // maximum split size is twice file1's length |
| inFormat = new DummyInputFormat(); |
| inFormat.setMinSplitSizeNode(f1.getLen()); |
| inFormat.setMaxSplitSize(2 * f1.getLen()); |
| FileInputFormat.setInputPaths(job, |
| dir1 + "," + dir2 + "," + dir3 + "," + dir4); |
| splits = inFormat.getSplits(job); |
| for (InputSplit split : splits) { |
| System.out.println("File split(Test5): " + split); |
| } |
| assertEquals(3, splits.size()); |
| fileSplit = (CombineFileSplit) splits.get(0); |
| assertEquals(2, fileSplit.getNumPaths()); |
| assertEquals(1, fileSplit.getLocations().length); |
| assertEquals(file3.getName(), fileSplit.getPath(0).getName()); |
| assertEquals(0, fileSplit.getOffset(0)); |
| assertEquals(f3.getLen(), fileSplit.getLength(0)); |
| assertEquals(file4.getName(), fileSplit.getPath(1).getName()); |
| assertEquals(0, fileSplit.getOffset(1)); |
| assertEquals(f4.getLen(), fileSplit.getLength(1)); |
| assertEquals(hosts3[0], fileSplit.getLocations()[0]); |
| fileSplit = (CombineFileSplit) splits.get(1); |
| assertEquals(1, fileSplit.getNumPaths()); |
| assertEquals(1, fileSplit.getLocations().length); |
| assertEquals(file2.getName(), fileSplit.getPath(0).getName()); |
| assertEquals(0, fileSplit.getOffset(0)); |
| assertEquals(f2.getLen(), fileSplit.getLength(0)); |
| assertEquals(hosts2[0], fileSplit.getLocations()[0]); // should be on r2 |
| fileSplit = (CombineFileSplit) splits.get(2); |
| assertEquals(1, fileSplit.getNumPaths()); |
| assertEquals(1, fileSplit.getLocations().length); |
| assertEquals(file1.getName(), fileSplit.getPath(0).getName()); |
| assertEquals(0, fileSplit.getOffset(0)); |
| assertEquals(f1.getLen(), fileSplit.getLength(0)); |
| assertEquals(hosts1[0], fileSplit.getLocations()[0]); // should be on r1 |
| |
| // maximum split size is 4 times file1's length |
| inFormat = new DummyInputFormat(); |
| inFormat.setMinSplitSizeNode(2 * f1.getLen()); |
| inFormat.setMaxSplitSize(4 * f1.getLen()); |
| FileInputFormat.setInputPaths(job, |
| dir1 + "," + dir2 + "," + dir3 + "," + dir4); |
| splits = inFormat.getSplits(job); |
| for (InputSplit split : splits) { |
| System.out.println("File split(Test6): " + split); |
| } |
| assertEquals(2, splits.size()); |
| fileSplit = (CombineFileSplit) splits.get(0); |
| assertEquals(2, fileSplit.getNumPaths()); |
| assertEquals(1, fileSplit.getLocations().length); |
| assertEquals(file3.getName(), fileSplit.getPath(0).getName()); |
| assertEquals(0, fileSplit.getOffset(0)); |
| assertEquals(f3.getLen(), fileSplit.getLength(0)); |
| assertEquals(file4.getName(), fileSplit.getPath(1).getName()); |
| assertEquals(0, fileSplit.getOffset(1)); |
| assertEquals(f4.getLen(), fileSplit.getLength(1)); |
| assertEquals(hosts3[0], fileSplit.getLocations()[0]); |
| fileSplit = (CombineFileSplit) splits.get(1); |
| assertEquals(2, fileSplit.getNumPaths()); |
| assertEquals(file1.getName(), fileSplit.getPath(0).getName()); |
| assertEquals(0, fileSplit.getOffset(0)); |
| assertEquals(f1.getLen(), fileSplit.getLength(0)); |
| assertEquals(file2.getName(), fileSplit.getPath(1).getName()); |
| assertEquals(0, fileSplit.getOffset(1), BLOCKSIZE); |
| assertEquals(f2.getLen(), fileSplit.getLength(1)); |
| assertEquals(hosts1[0], fileSplit.getLocations()[0]); // should be on r1 |
| |
| // maximum split size and min-split-size per rack is 4 times file1's length |
| inFormat = new DummyInputFormat(); |
| inFormat.setMaxSplitSize(4 * f1.getLen()); |
| inFormat.setMinSplitSizeRack(4 * f1.getLen()); |
| FileInputFormat.setInputPaths(job, |
| dir1 + "," + dir2 + "," + dir3 + "," + dir4); |
| splits = inFormat.getSplits(job); |
| for (InputSplit split : splits) { |
| System.out.println("File split(Test7): " + split); |
| } |
| assertEquals(1, splits.size()); |
| fileSplit = (CombineFileSplit) splits.get(0); |
| assertEquals(4, fileSplit.getNumPaths()); |
| assertEquals(1, fileSplit.getLocations().length); |
| assertEquals(hosts1[0], fileSplit.getLocations()[0]); |
| |
| // minimum split size per node is 4 times file1's length |
| inFormat = new DummyInputFormat(); |
| inFormat.setMinSplitSizeNode(4 * f1.getLen()); |
| FileInputFormat.setInputPaths(job, |
| dir1 + "," + dir2 + "," + dir3 + "," + dir4); |
| splits = inFormat.getSplits(job); |
| for (InputSplit split : splits) { |
| System.out.println("File split(Test8): " + split); |
| } |
| assertEquals(1, splits.size()); |
| fileSplit = (CombineFileSplit) splits.get(0); |
| assertEquals(4, fileSplit.getNumPaths()); |
| assertEquals(1, fileSplit.getLocations().length); |
| assertEquals(hosts1[0], fileSplit.getLocations()[0]); |
| |
| // Rack 1 has file1, file2 and file3 and file4 |
| // Rack 2 has file2 and file3 and file4 |
| // Rack 3 has file3 and file4 |
| // setup a filter so that only file1 and file2 can be combined |
| inFormat = new DummyInputFormat(); |
| FileInputFormat.addInputPath(job, inDir); |
| inFormat.setMinSplitSizeRack(1); // everything is at least rack local |
| inFormat.createPool(new TestFilter(dir1), |
| new TestFilter(dir2)); |
| splits = inFormat.getSplits(job); |
| for (InputSplit split : splits) { |
| System.out.println("File split(Test9): " + split); |
| } |
| assertEquals(3, splits.size()); |
| fileSplit = (CombineFileSplit) splits.get(0); |
| assertEquals(1, fileSplit.getNumPaths()); |
| assertEquals(1, fileSplit.getLocations().length); |
| assertEquals(hosts2[0], fileSplit.getLocations()[0]); // should be on r2 |
| fileSplit = (CombineFileSplit) splits.get(1); |
| assertEquals(1, fileSplit.getNumPaths()); |
| assertEquals(1, fileSplit.getLocations().length); |
| assertEquals(hosts1[0], fileSplit.getLocations()[0]); // should be on r1 |
| fileSplit = (CombineFileSplit) splits.get(2); |
| assertEquals(2, fileSplit.getNumPaths()); |
| assertEquals(1, fileSplit.getLocations().length); |
| assertEquals(hosts3[0], fileSplit.getLocations()[0]); // should be on r3 |
| |
| // measure performance when there are multiple pools and |
| // many files in each pool. |
| int numPools = 100; |
| int numFiles = 1000; |
| DummyInputFormat1 inFormat1 = new DummyInputFormat1(); |
| for (int i = 0; i < numFiles; i++) { |
| FileInputFormat.setInputPaths(job, file1); |
| } |
| inFormat1.setMinSplitSizeRack(1); // everything is at least rack local |
| final Path dirNoMatch1 = new Path(inDir, "/dirxx"); |
| final Path dirNoMatch2 = new Path(inDir, "/diryy"); |
| for (int i = 0; i < numPools; i++) { |
| inFormat1.createPool(new TestFilter(dirNoMatch1), |
| new TestFilter(dirNoMatch2)); |
| } |
| long start = System.currentTimeMillis(); |
| splits = inFormat1.getSplits(job); |
| long end = System.currentTimeMillis(); |
| System.out.println("Elapsed time for " + numPools + " pools " + |
| " and " + numFiles + " files is " + |
| ((end - start)) + " milli seconds."); |
| } finally { |
| if (dfs != null) { |
| dfs.shutdown(); |
| } |
| } |
| } |
| |
| /** |
| * Test that CFIF can handle missing blocks. |
| */ |
| public void testMissingBlocks() throws IOException { |
| String namenode = null; |
| MiniDFSCluster dfs = null; |
| FileSystem fileSys = null; |
| String testName = "testMissingBlocks"; |
| try { |
| Configuration conf = new Configuration(); |
| conf.set("fs.hdfs.impl", MissingBlockFileSystem.class.getName()); |
| conf.setBoolean("dfs.replication.considerLoad", false); |
| dfs = new MiniDFSCluster(conf, 1, true, rack1, hosts1); |
| dfs.waitActive(); |
| |
| namenode = (dfs.getFileSystem()).getUri().getHost() + ":" + |
| (dfs.getFileSystem()).getUri().getPort(); |
| |
| fileSys = dfs.getFileSystem(); |
| if (!fileSys.mkdirs(inDir)) { |
| throw new IOException("Mkdirs failed to create " + inDir.toString()); |
| } |
| |
| Path file1 = new Path(dir1 + "/file1"); |
| writeFile(conf, file1, (short)1, 1); |
| // create another file on the same datanode |
| Path file5 = new Path(dir5 + "/file5"); |
| writeFile(conf, file5, (short)1, 1); |
| |
| ((MissingBlockFileSystem)fileSys).setFileWithMissingBlocks(file1.toUri().getPath()); |
| // split it using a CombinedFile input format |
| DummyInputFormat inFormat = new DummyInputFormat(); |
| Job job = Job.getInstance(conf); |
| FileInputFormat.setInputPaths(job, dir1 + "," + dir5); |
| List<InputSplit> splits = inFormat.getSplits(job); |
| System.out.println("Made splits(Test0): " + splits.size()); |
| for (InputSplit split : splits) { |
| System.out.println("File split(Test0): " + split); |
| } |
| assertEquals(splits.size(), 1); |
| CombineFileSplit fileSplit = (CombineFileSplit) splits.get(0); |
| assertEquals(2, fileSplit.getNumPaths()); |
| assertEquals(1, fileSplit.getLocations().length); |
| assertEquals(file1.getName(), fileSplit.getPath(0).getName()); |
| assertEquals(0, fileSplit.getOffset(0)); |
| assertEquals(BLOCKSIZE, fileSplit.getLength(0)); |
| assertEquals(file5.getName(), fileSplit.getPath(1).getName()); |
| assertEquals(0, fileSplit.getOffset(1)); |
| assertEquals(BLOCKSIZE, fileSplit.getLength(1)); |
| assertEquals(hosts1[0], fileSplit.getLocations()[0]); |
| |
| } finally { |
| if (dfs != null) { |
| dfs.shutdown(); |
| } |
| } |
| } |
| |
| static class TestFilter implements PathFilter { |
| private Path p; |
| |
| // store a path prefix in this TestFilter |
| public TestFilter(Path p) { |
| this.p = p; |
| } |
| |
| // returns true if the specified path matches the prefix stored |
| // in this TestFilter. |
| public boolean accept(Path path) { |
| if (path.toString().indexOf(p.toString()) == 0) { |
| return true; |
| } |
| return false; |
| } |
| |
| public String toString() { |
| return "PathFilter:" + p; |
| } |
| } |
| |
| /* |
| * Prints out the input splits for the specified files |
| */ |
| private void splitRealFiles(String[] args) throws IOException { |
| Configuration conf = new Configuration(); |
| Job job = Job.getInstance(); |
| FileSystem fs = FileSystem.get(conf); |
| if (!(fs instanceof DistributedFileSystem)) { |
| throw new IOException("Wrong file system: " + fs.getClass().getName()); |
| } |
| int blockSize = conf.getInt("dfs.block.size", 128 * 1024 * 1024); |
| |
| DummyInputFormat inFormat = new DummyInputFormat(); |
| for (int i = 0; i < args.length; i++) { |
| FileInputFormat.addInputPaths(job, args[i]); |
| } |
| inFormat.setMinSplitSizeRack(blockSize); |
| inFormat.setMaxSplitSize(10 * blockSize); |
| |
| List<InputSplit> splits = inFormat.getSplits(job); |
| System.out.println("Total number of splits " + splits.size()); |
| for (int i = 0; i < splits.size(); ++i) { |
| CombineFileSplit fileSplit = (CombineFileSplit) splits.get(i); |
| System.out.println("Split[" + i + "] " + fileSplit); |
| } |
| } |
| |
| public static void main(String[] args) throws Exception{ |
| |
| // if there are some parameters specified, then use those paths |
| if (args.length != 0) { |
| TestCombineFileInputFormat test = new TestCombineFileInputFormat(); |
| test.splitRealFiles(args); |
| } else { |
| TestCombineFileInputFormat test = new TestCombineFileInputFormat(); |
| test.testSplitPlacement(); |
| } |
| } |
| } |
